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Relational Decomposition
In this article, we will explore the concept of relational decomposition, its types, and its importance in the database management system (DBMS).
https://updategadh.com/dbms-tutorial/relational-decomposition/
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Best Invoice Generator – Dual Interface Python Application for GST Billing
So I made this Invoice Generator using Python. It's a pretty handy tool that helps you make GST invoices, and you can use it either
🧾 Invoice Generator – Python Project
An efficient and customizable invoice generation tool built with Python. Perfect for freelancers, small businesses, or anyone needing automated billing functionality.
🔧 Key Features
• User input-based dynamic invoice creation
• Auto-calculation of totals, taxes, and discounts
• Generates professional PDF invoices
• Developed using Python, FPDF/ReportLab
• Useful for real-world business applications
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Invoice Generator – View Now
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An efficient and customizable invoice generation tool built with Python. Perfect for freelancers, small businesses, or anyone needing automated billing functionality.
🔧 Key Features
• User input-based dynamic invoice creation
• Auto-calculation of totals, taxes, and discounts
• Generates professional PDF invoices
• Developed using Python, FPDF/ReportLab
• Useful for real-world business applications
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Invoice Generator – View Now
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Water Quality Prediction System – A Smart Web-Based ML Application
I made this Water Quality Prediction System, which is basically a website made with Python and Flask that uses machine learning to tell if water
💧 Water Quality Prediction – Data Science Project
A machine learning–based solution to assess and predict the safety of water based on physical and chemical parameters. An essential project for environmental monitoring and public health applications.
🔬 Project Highlights
• Predicts water potability using supervised ML models
• Involves data cleaning, visualization & feature engineering
• Algorithms: Logistic Regression, Random Forest, SVM, etc.
• Built with Python, Pandas, Scikit-learn, Matplotlib
• Ideal for environmental science and public safety solutions
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Water Quality Prediction – View Now
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A machine learning–based solution to assess and predict the safety of water based on physical and chemical parameters. An essential project for environmental monitoring and public health applications.
🔬 Project Highlights
• Predicts water potability using supervised ML models
• Involves data cleaning, visualization & feature engineering
• Algorithms: Logistic Regression, Random Forest, SVM, etc.
• Built with Python, Pandas, Scikit-learn, Matplotlib
• Ideal for environmental science and public safety solutions
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Water Quality Prediction – View Now
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Best Smart Product Review Sentiment Analysis with Real-Time Insights
Product Review Sentiment Analysis Knowing what people actually think about a product is super important for companies that want to make
📣 Product Review Sentiment Analysis – Python Project
Leverage natural language processing to analyze product review sentiment and classify user feedback as positive, negative, or neutral. A valuable project for e-commerce platforms and NLP learners.
🔍 Key Features
• Text preprocessing and sentiment scoring
• Classification with Naive Bayes / Logistic Regression
• Visualization of sentiment distribution and analytics
• Built using Python, Pandas, Scikit-learn, Matplotlib
• Ideal for e‑commerce analytics and portfolio projects
🔗 Explore Project:
Product Review Sentiment Analysis – View Now
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Leverage natural language processing to analyze product review sentiment and classify user feedback as positive, negative, or neutral. A valuable project for e-commerce platforms and NLP learners.
🔍 Key Features
• Text preprocessing and sentiment scoring
• Classification with Naive Bayes / Logistic Regression
• Visualization of sentiment distribution and analytics
• Built using Python, Pandas, Scikit-learn, Matplotlib
• Ideal for e‑commerce analytics and portfolio projects
🔗 Explore Project:
Product Review Sentiment Analysis – View Now
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How Neural Networks Solve the XOR Problem
Neural Networks Solve the XOR One of the foundational challenges in neural network research is the XOR (exclusive OR) problem, which
https://updategadh.com/deep-learning-tutorial/neural-networks-solve-the-xor/
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Best Insurance Claim Prediction Web App Using Machine Learning
OverviewThe Insurance Claim Prediction App is a web tool made with Streamlit that uses machine learning to guess how much someone’s
📊 Insurance Claim Prediction – Data Science Project
Build a smart system that predicts whether a customer is likely to claim insurance using historical data and machine learning models. Perfect for those exploring data science in the insurance domain.
🚀 Key Highlights:
✅ Logistic Regression, Random Forest, and XGBoost models
✅ Data preprocessing, encoding & feature selection
✅ Imbalanced data handling techniques
✅ Performance evaluation using accuracy, precision, recall, F1-score
✅ Clean Python code with visualization
🔗 Project Link:
Insurance Claim Prediction
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Build a smart system that predicts whether a customer is likely to claim insurance using historical data and machine learning models. Perfect for those exploring data science in the insurance domain.
🚀 Key Highlights:
✅ Logistic Regression, Random Forest, and XGBoost models
✅ Data preprocessing, encoding & feature selection
✅ Imbalanced data handling techniques
✅ Performance evaluation using accuracy, precision, recall, F1-score
✅ Clean Python code with visualization
🔗 Project Link:
Insurance Claim Prediction
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Multivalued Dependency
In the world of relational databases, Multivalued Dependency (MVD) is a concept that extends beyond basic functional dependencies. It plays a
https://updategadh.com/dbms-tutorial/multivalued-dependency/
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Best Apartment Management System using PHP & MySQL
The Apartment Management System is a web-based tool that helps simplify all these processes. It’s developed using PHP, MySQL, HTML, CSS,
🏢 Apartment Management System – PHP Project
A comprehensive web application crafted to streamline apartment operations—from tenant registration to maintenance tracking—designed for clarity, control, and efficiency.
Key Features
• Tenant and landlord management dashboard
• Maintenance request logging and status updates
• Bill generation and payment tracking
• Admin panel with user role control
• Built with PHP, MySQL, HTML/CSS — with clean architecture and UI
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Apartment Management System – View Now
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A comprehensive web application crafted to streamline apartment operations—from tenant registration to maintenance tracking—designed for clarity, control, and efficiency.
Key Features
• Tenant and landlord management dashboard
• Maintenance request logging and status updates
• Bill generation and payment tracking
• Admin panel with user role control
• Built with PHP, MySQL, HTML/CSS — with clean architecture and UI
🔗 Explore the project:
Apartment Management System – View Now
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Best Online Course Registration System Using PHP & MySQL
The Online Course Registration System is a dynamic web application developed using PHP, HTML, CSS, JavaScript, and MySQL. It helps simplify
🎓 Online Course Registration System – PHP Project
Transform traditional course enrollment into a seamless digital experience with this PHP-based system crafted for academic institutions and student portfolios.
Key Features
• Separate admin and student panels
• Admin controls departments, sessions, semesters, and courses
• Students can register, enroll, print enrollment confirmations
• Secure login, profile management, and activity logs
• Built with PHP, MySQL, HTML/CSS, JavaScript
🔗 Explore the full project here:
Online Course Registration System – Learn More
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Transform traditional course enrollment into a seamless digital experience with this PHP-based system crafted for academic institutions and student portfolios.
Key Features
• Separate admin and student panels
• Admin controls departments, sessions, semesters, and courses
• Students can register, enroll, print enrollment confirmations
• Secure login, profile management, and activity logs
• Built with PHP, MySQL, HTML/CSS, JavaScript
🔗 Explore the full project here:
Online Course Registration System – Learn More
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Introduction to Linear Mixed Models
Linear Mixed Models (LMMs) are an extension of traditional linear regression models that are particularly well-suited for analyzing data with
https://updategadh.com/deep-learning-tutorial/linear-mixed-models/
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Join Dependency
A Join Dependency (JD) in database systems occurs when a large table can be divided into smaller tables, and later the original table
https://updategadh.com/dbms-tutorial/join-dependency/
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Best Job Recommendation System
The Job Recommendation System Engine helps solve this problem by using data scraping, custom data processing, and machine learning
🤝 Job Recommendation System – Python Project
Empower users with intelligent job suggestions based on their skills and preferences using machine learning. An ideal project for anyone diving into recommendation algorithms and HR tech.
Key Features
• Personalized job matching using content-based filtering
• User input-driven suggestions (skills, experience, job type)
• Built with Python, Pandas, and Scikit-learn
• Clean, easy-to-follow code suitable for portfolios
🔗 Explore the full project here:
Job Recommendation System – View Project
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Empower users with intelligent job suggestions based on their skills and preferences using machine learning. An ideal project for anyone diving into recommendation algorithms and HR tech.
Key Features
• Personalized job matching using content-based filtering
• User input-driven suggestions (skills, experience, job type)
• Built with Python, Pandas, and Scikit-learn
• Clean, easy-to-follow code suitable for portfolios
🔗 Explore the full project here:
Job Recommendation System – View Project
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Inclusion Dependency
In database design, the concept of Inclusion Dependency is a foundational principle that helps define how different sets of data are related to each
https://updategadh.com/dbms-tutorial/inclusion-dependency/
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Time Series Evaluation Metrics – MAPE vs WMAPE vs SMAPE
Time Series Evaluation Metrics In time series forecasting, choosing the right evaluation metric is as important as building the model itself.
https://updategadh.com/deep-learning-tutorial/time-series-evaluation-metrics/
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Best Complaint Management System Using Python Django Web Application
The Complaint Management System is an easy-to-use web application developed using Python and Django. It helps organizations receive, manage,
📝 Complaint Management System – Python Project
A streamlined desktop application specialized in capturing, tracking, and resolving user complaints efficiently—an excellent showcase for Python GUI and backend integration.
Key Highlights
• Submit, categorize, and monitor user complaints
• View log of past complaints and their resolution status
• Built using Python with a Tkinter-based GUI
• SQLite database integration for persistent storage
• Clean codebase ideal for learning or deployment
🔗 Explore the Full Project:
Complaint Management System – Python
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A streamlined desktop application specialized in capturing, tracking, and resolving user complaints efficiently—an excellent showcase for Python GUI and backend integration.
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Best Online Jewellery Shop Project Python Django Sqlite
Online Jewellery Shop Project This is a complete e-commerce website built using Python and the Django framework. While it is designed for a
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💎 Online Jewellery Shop – Python Project
An elegant and fully functional desktop application that brings jewelry shopping to life. Designed for seamless product browsing, selection, and customer interactions—perfect for your portfolio or startup MVP.
Notable Features
• Sleek GUI for browsing jewelry collections
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• Designed with Python, Tkinter, and a SQLite backend
• Scalable architecture with clean code structure
🔗 Explore the Project in Detail:
Online Jewellery Shop – View Project
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💎 Online Jewellery Shop – Python Project
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Notable Features
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• Designed with Python, Tkinter, and a SQLite backend
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🔗 Explore the Project in Detail:
Online Jewellery Shop – View Project
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Best Fake News Detection App – Machine Learning and Flask Based Web Application
The FFake News Detection App is a smart web application developed using Python and the Flask framework. It uses machine learning algorithms
📌 Fake News Detection App
Developed with Python, Flask, and Machine Learning, this application offers:
🧠 Machine learning algorithms for news classification.
🗣️ Natural Language Processing for text analysis.
🌐 Web interface built with Flask.
⚡ Real-time news authenticity detection.
🔗 View the Project: Fake News Detection App
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🧠 Machine learning algorithms for news classification.
🗣️ Natural Language Processing for text analysis.
🌐 Web interface built with Flask.
⚡ Real-time news authenticity detection.
🔗 View the Project: Fake News Detection App
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